Period
to 18 July 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 18 July 2018 with a comparison to the same period in the previous 2 years.

RESTful
England > North West
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 43 75 88
Rank change year-on-year +32 +13 +50
Permanent jobs citing RESTful 742 510 378
As % of all permanent IT jobs advertised in the North West 5.96% 3.89% 3.26%
As % of the Libraries, Frameworks & Software Standards category 14.23% 8.74% 8.47%
Number of salaries quoted 644 462 350
North West median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £27,500 £28,750 £27,500
90th Percentile £62,500 £61,250 £56,250
England median annual salary £50,000 £50,000 £50,000

RESTful is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,214 5,835 4,462
As % of all permanent IT jobs advertised in the North West 41.88% 44.46% 38.52%
Number of salaries quoted 4,414 4,920 3,835
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £25,000
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

RESTful
Job Vacancy Trend in the North West

Job postings citing RESTful as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for RESTful in the North West

RESTful
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing RESTful in the North West.

Salary trend for RESTful in the North West

RESTful
Salary Histogram in the North West

The salary distribution of IT jobs citing RESTful in the North West over the 6 months to 18 July 2018.

Salary histogram for RESTful in the North West

RESTful
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the North West region over the 6 months to 18 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +56 500 £47,500 +5.56% 79
Cheshire -14 134 £42,500 - 20
Merseyside +5 56 £40,000 -8.57% 16
Lancashire +21 49 £37,500 +7.14% 11
RESTful
England

For the 6 months to 18 July 2018, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for RESTful.

1 554 (74.66%) Agile Software Development
2 404 (54.45%) C#
3 372 (50.13%) MVC
4 364 (49.06%) .NET
5 346 (46.63%) TDD
6 300 (40.43%) JavaScript
7 284 (38.27%) ASP.NET
8 279 (37.60%) ASP.NET Web API
9 266 (35.85%) SQL Server
10 252 (33.96%) AngularJS
11 245 (33.02%) ASP.NET MVC
12 239 (32.21%) Web Services
13 238 (32.08%) Scrum
14 234 (31.54%) Java
14 234 (31.54%) BDD
15 216 (29.11%) Web Application Development
16 213 (28.71%) HTML
17 207 (27.90%) CSS
18 201 (27.09%) WCF
19 193 (26.01%) Git (software)
20 186 (25.07%) Continuous Integration
21 185 (24.93%) SQL Server 2016
22 177 (23.85%) OO
23 174 (23.45%) Node.js
24 170 (22.91%) Ruby
25 154 (20.75%) SQL
26 150 (20.22%) ASP.NET MVC 5
27 148 (19.95%) NoSQL
28 142 (19.14%) Software Engineering
29 139 (18.73%) Amazon AWS

RESTful
Co-occurring IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 36 (4.85%) Apache
1 36 (4.85%) Elasticsearch
2 22 (2.96%) nginx
3 17 (2.29%) IIS
4 15 (2.02%) Sitefinity
5 13 (1.75%) Cloud Foundry
6 12 (1.62%) CMS
7 8 (1.08%) NServiceBus
8 7 (0.94%) WebSphere
9 6 (0.81%) Apache Spark
9 6 (0.81%) Tomcat
10 5 (0.67%) Apache Pig
10 5 (0.67%) Confluence
10 5 (0.67%) JBoss
10 5 (0.67%) Jetty
10 5 (0.67%) WebLogic
11 3 (0.40%) Umbraco
12 2 (0.27%) Alfresco
12 2 (0.27%) Apache Solr
12 2 (0.27%) Sitecore CMS
Applications
1 5 (0.67%) Microsoft Office
2 4 (0.54%) GIMP
2 4 (0.54%) Microsoft PowerPoint
2 4 (0.54%) MS Visio
2 4 (0.54%) Photoshop
3 1 (0.13%) S-PLUS
Business Applications
1 3 (0.40%) Dynamics CRM
2 1 (0.13%) Magento
Cloud Services
1 139 (18.73%) Amazon AWS
2 78 (10.51%) Microsoft Azure
3 24 (3.23%) GitHub
4 21 (2.83%) SaaS
5 16 (2.16%) Amazon ElastiCache
6 15 (2.02%) npm
7 14 (1.89%) Cloud Computing
8 8 (1.08%) Google Cloud Platform
9 7 (0.94%) PaaS
10 6 (0.81%) Amazon EC2
11 5 (0.67%) AWS CloudFormation
11 5 (0.67%) IaaS
12 4 (0.54%) Amazon S3
12 4 (0.54%) Amazon SQS
12 4 (0.54%) Google Analytics
12 4 (0.54%) Google Tag Manager
13 3 (0.40%) AWS Elastic Beanstalk
13 3 (0.40%) OpenShift
13 3 (0.40%) Serverless
14 2 (0.27%) Heroku
Communications & Networking
1 40 (5.39%) Internet
2 34 (4.58%) HTTP
3 20 (2.70%) SSL
4 15 (2.02%) Hyperconnected
5 9 (1.21%) WAN
6 8 (1.08%) Broadband
7 7 (0.94%) Intranet
8 6 (0.81%) Bluetooth
8 6 (0.81%) Wi-Fi
9 2 (0.27%) AMQP
9 2 (0.27%) PPP
10 1 (0.13%) TCP/IP
Database & Business Intelligence
1 266 (35.85%) SQL Server
2 185 (24.93%) SQL Server 2016
3 148 (19.95%) NoSQL
4 107 (14.42%) MongoDB
5 96 (12.94%) MySQL
6 34 (4.58%) PostgreSQL
7 22 (2.96%) Redis
8 21 (2.83%) Relational Database
9 20 (2.70%) Neo4j
9 20 (2.70%) SQL Server 2014
10 19 (2.56%) Data Warehouse
11 17 (2.29%) Apache Cassandra
12 15 (2.02%) Blockchain
13 11 (1.48%) Big Data
14 10 (1.35%) MariaDB
15 9 (1.21%) Amazon DynamoDB
16 8 (1.08%) Hadoop
17 7 (0.94%) Amazon RDS
17 7 (0.94%) RDBMS
18 5 (0.67%) Apache Hive
Development Applications
1 193 (26.01%) Git (software)
2 72 (9.70%) JIRA
3 64 (8.63%) Jenkins
4 56 (7.55%) NUnit
5 46 (6.20%) TeamCity
6 44 (5.93%) MSTest
7 39 (5.26%) Selenium
8 35 (4.72%) Team Foundation Server
9 28 (3.77%) Octopus Deploy
10 27 (3.64%) Gradle
11 23 (3.10%) Jasmine
11 23 (3.10%) Maven
11 23 (3.10%) MSBuild
11 23 (3.10%) Visual Studio
12 21 (2.83%) Protractor
13 19 (2.56%) JUnit
14 18 (2.43%) Cucumber
15 17 (2.29%) gulp
16 14 (1.89%) GitLab
16 14 (1.89%) webpack
General
1 98 (13.21%) Finance
2 65 (8.76%) Games
3 43 (5.80%) Retail
4 27 (3.64%) Banking
5 23 (3.10%) Advertising
5 23 (3.10%) Marketing
6 21 (2.83%) Retail Banking
7 18 (2.43%) Investment Banking
8 11 (1.48%) Law
9 10 (1.35%) Music Industry
10 4 (0.54%) Automotive
10 4 (0.54%) Brand Awareness
11 3 (0.40%) Manufacturing
11 3 (0.40%) Telecoms
12 2 (0.27%) Back Office
12 2 (0.27%) French Language
12 2 (0.27%) German Language
12 2 (0.27%) Japanese Language
13 1 (0.13%) Publishing
Job Titles
1 605 (81.54%) Developer
2 266 (35.85%) .NET Developer
3 106 (14.29%) Senior Developer
4 102 (13.75%) Java Developer
5 78 (10.51%) Software Engineer
6 62 (8.36%) C# Developer
7 58 (7.82%) C# .NET Developer
8 56 (7.55%) Software Developer
9 41 (5.53%) Junior
9 41 (5.53%) Junior Developer
9 41 (5.53%) PHP Developer
10 36 (4.85%) .NET Software Engineer
10 36 (4.85%) C# Software Engineer
11 33 (4.45%) ASP.NET Developer
11 33 (4.45%) Graduate
11 33 (4.45%) Graduate Developer
12 31 (4.18%) .NET Software Developer
12 31 (4.18%) Full Stack Developer
13 30 (4.04%) C# ASP.NET Developer
13 30 (4.04%) Junior .NET Developer
Libraries, Frameworks & Software Standards
1 364 (49.06%) .NET
2 284 (38.27%) ASP.NET
3 279 (37.60%) ASP.NET Web API
4 252 (33.96%) AngularJS
5 245 (33.02%) ASP.NET MVC
6 239 (32.21%) Web Services
7 213 (28.71%) HTML
8 207 (27.90%) CSS
9 201 (27.09%) WCF
10 174 (23.45%) Node.js
11 150 (20.22%) ASP.NET MVC 5
12 132 (17.79%) .NET Framework
13 116 (15.63%) SOAP
14 107 (14.42%) XML
15 103 (13.88%) Twitter Bootstrap
16 98 (13.21%) Entity Framework
17 95 (12.80%) JSON
18 90 (12.13%) HTML5
19 87 (11.73%) KnockoutJS
20 86 (11.59%) React
Miscellaneous
1 87 (11.73%) Computer Science
2 67 (9.03%) User Experience
3 39 (5.26%) Greenfield Project
4 37 (4.99%) Enterprise Software
5 36 (4.85%) Mobile App
6 31 (4.18%) Analytical Skills
7 24 (3.23%) Management Information System
8 23 (3.10%) Fintech
9 16 (2.16%) Algorithms
10 13 (1.75%) Social Network
11 10 (1.35%) Tandem
12 8 (1.08%) Data Structures
13 7 (0.94%) Arduino
13 7 (0.94%) Mainframe
14 6 (0.81%) N-Tier
14 6 (0.81%) Self-Motivation
15 5 (0.67%) Wiki
16 4 (0.54%) BBC
16 4 (0.54%) Social Media
17 3 (0.40%) Animation
Operating Systems
1 46 (6.20%) Apple iOS
2 39 (5.26%) Android
3 38 (5.12%) Linux
4 4 (0.54%) Windows
5 3 (0.40%) Unix
6 1 (0.13%) Ubuntu
Processes & Methodologies
1 554 (74.66%) Agile Software Development
2 372 (50.13%) MVC
3 346 (46.63%) TDD
4 238 (32.08%) Scrum
5 234 (31.54%) BDD
6 216 (29.11%) Web Application Development
7 186 (25.07%) Continuous Integration
8 177 (23.85%) OO
9 142 (19.14%) Software Engineering
10 109 (14.69%) Test Automation
11 107 (14.42%) Microservices
12 93 (12.53%) OOP
13 92 (12.40%) Dependency Injection
14 89 (11.99%) DevOps
15 88 (11.86%) Web Development
16 82 (11.05%) SOA
17 76 (10.24%) E-Commerce
18 72 (9.70%) Kanban
19 70 (9.43%) Unit Testing
20 61 (8.22%) Mentoring
Programming Languages
1 404 (54.45%) C#
2 300 (40.43%) JavaScript
3 234 (31.54%) Java
4 170 (22.91%) Ruby
5 154 (20.75%) SQL
6 91 (12.26%) T-SQL
7 83 (11.19%) PHP
8 53 (7.14%) C++
9 49 (6.60%) Python
10 43 (5.80%) VB.NET
11 38 (5.12%) TypeScript
12 34 (4.58%) PL/SQL
13 33 (4.45%) F#
14 29 (3.91%) Groovy
15 24 (3.23%) Java 8
16 22 (2.96%) Objective-C
17 20 (2.70%) Go
18 19 (2.56%) VB
19 17 (2.29%) Apple Swift
20 14 (1.89%) C
Qualifications
1 90 (12.13%) Degree
2 49 (6.60%) Computer Science Degree
3 7 (0.94%) Master's Degree
3 7 (0.94%) OCPJP
4 2 (0.27%) TOGAF Certification
5 1 (0.13%) ISEB
5 1 (0.13%) ISTQB
5 1 (0.13%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 39 (5.26%) QA
2 5 (0.67%) Web Application Security Consortium
3 3 (0.40%) GDPR
4 1 (0.13%) GCP
4 1 (0.13%) GPG13
4 1 (0.13%) PMO
System Software
1 70 (9.43%) Docker
2 20 (2.70%) Virtual Machines
3 3 (0.40%) LXC
4 1 (0.13%) vSphere
Systems Management
1 34 (4.58%) Kibana
2 28 (3.77%) Kubernetes
3 8 (1.08%) Business Desktop Deployment
3 8 (1.08%) WSUS
4 6 (0.81%) Terraform
5 5 (0.67%) Opscode Chef
6 4 (0.54%) Ansible
7 3 (0.40%) Docker Swarm
7 3 (0.40%) Puppet
7 3 (0.40%) Rancher
8 1 (0.13%) logstash
Vendors
1 89 (11.99%) Microsoft
2 63 (8.49%) Google
3 34 (4.58%) Xamarin
4 26 (3.50%) Facebook
5 24 (3.23%) Oracle
6 20 (2.70%) Twitter
7 13 (1.75%) Apple
8 9 (1.21%) Capita
9 6 (0.81%) Cognizant
10 5 (0.67%) Cloudera
10 5 (0.67%) Splunk
10 5 (0.67%) Talend
11 4 (0.54%) Adobe
11 4 (0.54%) Sony
11 4 (0.54%) Yahoo!
12 3 (0.40%) Atlassian
13 2 (0.27%) Pega
13 2 (0.27%) Sitecore
13 2 (0.27%) Zend
14 1 (0.13%) AlienVault